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Declare external hyperplane text representations - #68

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isomorphisms merged 4 commits into
0.2/takeout-partition-boundaryfrom
0.2/takeout-external-text-contract
Oct 4, 2026
Merged

isomorphisms merged 4 commits into
0.2/takeout-partition-boundaryfrom
0.2/takeout-external-text-contract

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Stacks on PR #67, “Separate hyperplane fit partitions from semantic labels.”

The affine-plane mechanics were originally coupled to the arXiv body experiment's representation assertion title_or_url_used=false. Private Takeout needs to reuse the plane boundary without pretending a YouTube title+channel representation is body text.

This change:

  • keeps pensieve-body-only as the default input contract and preserves its no-title/no-URL assertion
  • adds an explicit declared-text contract for external corpora
  • requires declared external input manifests to name a nonempty representation kind and the exact model-text fields
  • keeps input SHA binding and embedding-provenance binding unchanged
  • records the representation contract in the probe report
  • adds positive and known-bad representation-contract fixtures
  • runs hyperplane CI on 0.2/takeout-* experiment branches so stacked exact-head work gets evidence

This does not make title text equivalent to body text and does not change the SVM, threshold, vote, partition, or evaluation mechanics.

@isomorphisms
isomorphisms marked this pull request as ready for review October 4, 2026 05:08
@isomorphisms
isomorphisms merged commit 7387b1b into 0.2/takeout-partition-boundary Oct 4, 2026
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